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AWS for data science - EC2 Instance| AWS EC2 instance | Aws EC2 tutorial | AWS EC2 instance creation
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- Опубликовано: 15 авг 2024
- AWS for data science - EC2 Instance| AWS EC2 instance | Aws EC2 tutorial | AWS EC2 instance creation
#EC2 #aws #unfolddatascience #datascience
Hello ,
My name is Aman and I am a Data Scientist.
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About this video:
AWS for data science
How to use EC2 in AWS
AWS EC2 instance
Aws EC2 tutorial
AWS EC2 instance creation
AWS EC2 in telugu
aws ec2 setup
aws ec2 creation
About Unfold Data science: This channel is to help people understand basics of data science through simple examples in easy way. Anybody without having prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at high level through this channel. The videos uploaded will not be very technical in nature and hence it can be easily grasped by viewers from different background as well.
Book recommendation for Data Science:
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The Elements of Statistical Learning by Trevor Hastie - amzn.to/37wMo9H
Python Data Science Handbook - amzn.to/31UCScm
Business Statistics By Ken Black - amzn.to/2LObAA5
Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron - amzn.to/3gV8sO9
Ctaegory 2 - Overall Data Science:
The Art of Data Science By Roger D. Peng - amzn.to/2KD75aD
Predictive Analytics By By Eric Siegel - amzn.to/3nsQftV
Data Science for Business By Foster Provost - amzn.to/3ajN8QZ
Category 3 - Statistics and Mathematics:
Naked Statistics By Charles Wheelan - amzn.to/3gXLdmp
Practical Statistics for Data Scientist By Peter Bruce - amzn.to/37wL9Y5
Category 4 - Machine Learning:
Introduction to machine learning by Andreas C Muller - amzn.to/3oZ3X7T
The Hundred Page Machine Learning Book by Andriy Burkov - amzn.to/3pdqCxJ
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The Pragmatic Programmer by David Thomas - amzn.to/2WqWXVj
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excellent we are enjoying learning here at Unfold data science
You make things feel much simpler, great work!
tank you sooo much ,! for making us understand in simplest way possible
Thanks for watching. Keep watching
thank you sir
Thank you for the free contain and More power to you.
this was a really great video indeed!
awesome
thank you for providing such good knowledge in simple way. Please upload next videos of series .
Thanks Ankush
Hey man, you made it easy ✨
Thanks for your great content.
Clear content 👏
Great video as usual
Thanks Sambit.
Amazing work !!
Thanks Kaustav.
Used Putty for programming Raspberrypi, didn't know it can be used like this.
Thank youfor the video . Could you please tell why we are using Putty & WinSCP?
How is the way we actually do it in Production, do we use anyother tools to copy from local to AWS. I have experience of using FTP, can we use that to connect to AWS?
Winscp and putty provides more flexibility
i want to go in data engineer domain, is this tutorial is sufficient for me
thanks sir
Thank you Aman for this wonderful content. you really explain things in a very simple manner. I want to ask you as a Data science aspirant this playlist of AWS for data science is enough. This AWS knowledge is enough for data science interviews?
Thanks Ranjit. This playlist is a good start but again if you see how the cloud world is evolving there are many new things coming everyday. To keep it short, I will list few Aws tools which you should read about from AWS documentation:
AWS clarify
AWS model monitor
AWS debugger
AWS data wrangler
AWS experiments
AWS model cards
best ❤
i get stuck at the launch instance part, it asks for a subnet, when i try to create subnet, it asks for ipv4 CIDR???
Go with the default options to create a simple instance
@@UnfoldDataScience actually the issue was that the account i was using was defaulting to a vpc that did not have any subnet. i had to create a public subnet, then it worked! thank you!
Hi Aman, love your videos. I have gone through the video step by step & encountered an issue. My public IPv4 address is not showing. What am I doing wrong?
Hmmm..looks like a firewall issue or port thing. Check for security group settings.
I would like to know if SEM is better or Decision Tree?
SEM means?
@@UnfoldDataScience structural equation modeling
not sure depends on your data if new data comes other model will perform better bagging, boosting is best